MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23151 |
Provides automated login and credential refreshing for Mingdao (HAP) using Play…
|
C 61 3⁄3 | ||||||||
| 23152 |
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
|
C 61 3⁄3 | ||||||||
| 23153 |
Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM p…
|
C 61 3⁄3 | ||||||||
| 23154 |
mcp-server
Claim
Run untrusted Python/JavaScript code in WebAssembly sandboxes.
|
C 61 4⁄4 | ||||||||
| 23155 |
Browser automation capabilities using Puppeteer, both support local and remote …
|
C 61 4⁄3 | ||||||||
| 23156 |
GhidraMCP
Claim
Enables LLMs to autonomously reverse engineer binaries using Ghidra's capabilit…
|
C 61 4⁄3 | ||||||||
| 23157 |
Graphiti MCP Server
|
C 61 4⁄4 | ||||||||
| 23158 |
An MCP server that provides AI assistants with full access to Infoblox NIOS for…
|
C 61 4⁄4 | ||||||||
| 23159 |
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
C 61 4⁄3 | ||||||||
| 23160 |
A server that exposes DigitalOcean App Platform functionality through standardi…
|
C 61 4⁄4 | ||||||||
| 23161 |
Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomou…
|
C 61 4⁄3 | ||||||||
| 23162 |
Provides tools for obtaining system CPU and memory statistics through FastAPI e…
|
C 61 4⁄3 | ||||||||
| 23163 |
An MCP server that connects Claude and other MCP clients to buttplug.io, allowi…
|
C 61 3⁄3 | ||||||||
| 23164 |
MCP server for MTS Exolve — SMS, calls, recordings, Viber messaging (Russia)
|
C 61 3⁄3 | ||||||||
| 23165 |
Manage Apple Search Ads campaigns, keywords, budgets, and reports via API v5.
|
C 61 4⁄3 | ||||||||
| 23166 |
HTTP MCP Client-Server for video enhancement API
|
C 61 3⁄3 | ||||||||
| 23167 |
mcp_rails_template
Claim
A minimal Rails API template for creating MCP (Model Context Protocol) servers …
|
C 61 3⁄3 | ||||||||
| 23168 |
mcprouter
Claim
api router for MCP Servers
|
C 61 4⁄3 | ||||||||
| 23169 |
AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hol…
|
C 61 4⁄3 | ||||||||
| 23170 |
monitor
Claim
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
|
C 61 4⁄3 | ||||||||
| 23171 |
Index of all Model Context Protocol (MCP) clients and their capabilities
|
C 61 4⁄3 | ||||||||
| 23172 |
nvim-gemini-companion
Claim
A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now)
|
C 61 3⁄3 | ||||||||
| 23173 |
Live Marketing Data MCP
Claim
Connect AI assistants to live Meta Ads, GA4, and Google Search Console data. 10…
|
C 61 3⁄3 | ||||||||
| 23174 |
A Model Context Protocol server that allows AI assistants to interact with Lunc…
|
C 61 4⁄4 | ||||||||
| 23175 |
Connects the Payoza crypto payments API to AI assistants, enabling users to man…
|
C 61 4⁄4 | ||||||||
| 23176 |
MIDI Analyzer MCP Server
Claim
Enables comprehensive analysis of MIDI SMF files including loading, parsing, tr…
|
C 61 4⁄3 | ||||||||
| 23177 |
Enables comprehensive management of WordPress sites and WooCommerce stores thro…
|
C 61 4⁄4 | ||||||||
| 23178 |
Provides structured spec-driven development workflow tools for AI-assisted soft…
|
C 61 4⁄4 | ||||||||
| 23179 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 23180 |
MCP server for Runrun.it: Tasks, Comments, Projects
|
C 61 4⁄3 | ||||||||
| 23181 |
osaurus
Claim
Own your AI. The native macOS harness for AI agents -- any model, persistent me…
|
C 61 4⁄3 | ||||||||
| 23182 |
An MCP server that enables LLMs to interact with Notion workspaces via the Noti…
|
C 61 4⁄4 | ||||||||
| 23183 |
Semantic + structural code search MCP server for AI-native development.
|
C 61 4⁄3 | ||||||||
| 23184 |
Enables AI assistants to interact with Cisco Modeling Labs (CML) using natural …
|
C 61 4⁄3 | ||||||||
| 23185 |
MCP server for Backlog API integration with AI agents.
|
C 61 4⁄3 | ||||||||
| 23186 |
MCP server for YandexGPT — completions, embeddings, classification, summarizati…
|
C 61 3⁄3 | ||||||||
| 23187 |
Enables AI assistants to access Google's Threat Intelligence suite for file ana…
|
C 61 4⁄4 | ||||||||
| 23188 |
Integrates ThePornDB API into MCP-compatible applications to search for adult v…
|
C 61 4⁄4 | ||||||||
| 23189 |
rememex
Claim
semantic search for your local files find by meaning, not keywords. 120+ file t…
|
C 61 4⁄3 | ||||||||
| 23190 |
FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation
|
C 61 4⁄3 | ||||||||
| 23191 |
An MCP server that transforms markdown notes into an AI-powered knowledge graph…
|
C 61 3⁄3 | ||||||||
| 23192 |
Githru
Claim
Analyze GitHub repositories to uncover contributor impact, PR complexity, and a…
|
C 61 4⁄3 | ||||||||
| 23193 |
Enables LLM tools to control iOS Simulator, manage Expo/Metro development serve…
|
C 61 4⁄3 | ||||||||
| 23194 |
Project-scoped semantic workspace memory for AI coding assistants. Watches your…
|
C 61 4⁄4 | ||||||||
| 23195 |
A TypeScript implementation of the MCP Agent framework, providing tools for bui…
|
C 61 4⁄3 | ||||||||
| 23196 |
Enables AI-assisted Windows digital forensics analysis including parsing Window…
|
C 61 4⁄4 | ||||||||
| 23197 |
Provides comprehensive market data, fundamental analysis, and technical indicat…
|
C 61 4⁄4 | ||||||||
| 23198 |
|
C 61 4⁄3 | ||||||||
| 23199 |
Popup MCP
Claim
A cross-platform MCP server that provides native popup windows for AI agents to…
|
C 61 4⁄3 | ||||||||
| 23200 |
Allows AI assistants to manage Docker containers, Linux virtual machines, and K…
|
C 61 4⁄3 | ||||||||